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Related Questions
- What is the purpose of the acquisition function in a Bayesian optimization algorithm?
- Can you explain the difference between the Expected Improvement (EI) and the Probability of Improvement (PI) acquisition functions?
- How does the acquisition function balance exploration and exploitation in Bayesian optimization?
- Can you provide a step-by-step example of using the Expected Improvement (EI) acquisition function in a Bayesian optimization algorithm?
- What are some common use cases for the acquisition function in Bayesian optimization?
- How does the acquisition function update the search space in Bayesian optimization?
- Can you explain the concept of the epsilon-greedy acquisition function and its applications?
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